by Steve Sorbo | Jan 2, 2026 | Uncategorized
Here’s something new to watch out for: poisoned chatbot conversations surfaced in Google searches. The sharing features in ChatGPT, Claude, Gemini, Grok, and other chatbots allow users to publish their conversations as public Web pages, which can be indexed by search engines and appear alongside traditional websites in search results. Attackers can seed those conversations with malicious commands, and the conversations themselves look trustworthy in search results because the URL points to a well-known AI company. This risk isn’t theoretical—security firm Huntress documented a macOS malware infection that began with a Google search result linking to a shared chatbot conversation that contained malicious Terminal instructions. Treat chatbot conversations found via Google as you would random forum posts—potentially useful for background or ideas to start your own conversation, but not as authoritative instructions. Be especially suspicious when they offer step-by-step guidance or ask you to copy anything verbatim.
(Featured image by iStock.com/tadamichi)
Social Media: Hackers have learned how to poison shared chatbot conversations with malware—and get Google to display them in search results. Never trust step-by-step instructions or Terminal commands from user-generated chatbot pages.
by Steve Sorbo | Jan 2, 2026 | Uncategorized
We can’t always guarantee optimal lighting for video calls, especially when using laptops on the go. A new feature in macOS 26.2 Tahoe called Edge Light might help. It’s a video effect that uses the outermost pixels of your Mac’s display to create a bright white rectangle that illuminates your face during video calls. It acts like an on-screen ring light in low-light conditions. You can activate it from the green video camera icon in the menu bar (shown when the camera is active), and on Macs from 2024 and later, you can set it to turn on automatically in low-light environments. Click the disclosure triangle next to Edge Light to adjust the light’s width and color temperature. Mouse awareness allows the light to recede automatically when you move your pointer toward it. While Edge Light won’t replace external lights, it can help make your face visible in otherwise dark rooms.
(Featured image by iStock.com/Dima Berlin)
Social Media: Dark room, important video call? macOS 26.2’s Edge Light transforms your Mac’s display into an on-screen ring light, illuminating your face so you’re visible on camera.
by Steve Sorbo | Jan 2, 2026 | Uncategorized
One place where the Liquid Glass transparency in iOS 26 and iPadOS 26 can be annoying is the time display on the Lock Screen. Liquid Glass tries—but often fails—to adjust the clock’s transparency so it’s readable over whatever photo you chose or the Photo Shuffle option displayed. Starting in iOS 26.2 and iPadOS 26.2, you can manually adjust the clock’s transparency: touch and hold the Lock Screen, tap Customize, tap the clock, tap Glass, and drag the Transparency slider (left and middle). If it’s still not readable enough, you can switch to the previously available Solid view (right).
(Featured image by iStock.com/Wavebreakmedia)
Social Media: Struggling to read the clock on your iPhone Lock Screen? iOS 26.2 lets you manually adjust the transparency—or switch to a solid background for better readability.
by Steve Sorbo | Jan 2, 2026 | Uncategorized
A new feature for Apple Music subscribers in the Music app in iOS 26, iPadOS 26, and macOS 26 is AutoMix, which Apple says causes songs to “transition at the perfect moment, based on analysis of the key and tempo of the music.” It fades between songs as a DJ would, but it’s not always successful. If AutoMix’s transitions aren’t to your taste, navigate to Settings > Apps > Music > Song Transitions in iOS and iPadOS, or Music > Settings > Playback > Song Transitions in macOS, and switch back to the longstanding Crossfade option, which transitions between songs over a user‑specified number of seconds. Or, just turn off the Song Transitions switch and let one song end completely before the next one starts.
(Featured image by iStock.com/lakshmiprasad S)
Social Media: Apple’s new DJ‑style AutoMix transitions between songs in the Music app aren’t to everyone’s taste (and sometimes flub the jump). Here’s how to switch back to a timed Crossfade or disable transitions in Music on your iPhone, iPad, and Mac.
by Steve Sorbo | Jan 2, 2026 | Uncategorized
The AI hype train continues to gain momentum, with breathless reports of rapid user growth, billion-dollar deals, and sky-high company valuations. At the same time, it’s easy to highlight AI pilot failures, problematic uses, and worries about job losses.
As always, reality lies between the extremes. AI is just another technological tool, like spreadsheets, email, and the searchable Web. Like them, casual usage won’t automatically increase an organization’s productivity. At best, many people have begun using AI chatbots as a smarter search engine, and while that’s a fine start, it’s unlikely to make a notable difference. Many others are technology skeptics who are uncomfortable with any new technology, let alone one as fuzzy as AI. Even those who are interested and capable are often overwhelmed by their existing work and don’t have time to learn yet another tool.
So how do you set up an organization to make effective—even transformative—use of AI?
Get Buy-In from Management
Ideally, the desire to adopt AI would come from the top of the organization, with leadership discussing and modeling the kind of usage they want to see. But what’s absolutely essential is lower-level management creating the culture, resources, and time necessary for employees to experiment with AI.
Evangelize from the Bottom, Don’t Mandate from the Top
Although management must be on board, a CEO memo mandating immediate AI adoption won’t have the desired effect. Unlike many other technologies, AI solutions tend to be highly specific rather than one-size-fits-all. Frontline employees know where they’re wasting time with inefficient workflows, and they have first-hand knowledge of what customers want, so they’re more likely to be able to leverage AI tools when they are involved in the development and deployment. Solutions created without their participation likely won’t benefit the business’s bottom line, customers, or employees.
Centralize Testing and Support
A top-down approach does make sense for tool analysis and testing. The explosive growth of the AI market means that there are numerous similar options for any desired workflow. To save time, avoid future chaos, and reduce tool jumping, it can be helpful to have a single IT team evaluate the numerous possible tools, make recommendations, suggest best practices, establish basic data handling and privacy guidelines, and provide support.
Adopt a Documentation Mindset
A key to automating workflows with AI is being able to document the necessary tasks clearly first. Some organizations already have a documentation mindset, where they write everything down, define processes, and record decisions. If that’s not the case for your organization, it’s better to focus on building such documentation before creating automation tools that are unlikely to deliver the desired results. Consider using AI to help with documentation, such as by interviewing people who understand the workflows and using AI to extract an outline from the transcript of the recording.
Think of AI Tools Like a Junior Employee
The hard part of using AI is defining your goals and determining where AI can make a difference. It’s much like training a new hire. What are you trying to achieve by hiring them? What do they need to learn to do their job? What level of excellence do you expect? What common mistakes and pitfalls should they avoid? You can only automate something if you have a clear idea of what success entails and precisely what’s necessary to achieve it.
The Bottom Line
Ultimately, successful AI implementation comes down to defining what you want to achieve, giving people the time they need to explore possibilities, and providing guidance rather than mandates.
(Featured image by iStock.com/FabrikaCr)
Social Media: Casual AI use won’t impact your organization. To see real productivity gains with AI projects, avoid top-down mandates and instead empower frontline teams, document workflows, and centralize support.
by Steve Sorbo | Jan 2, 2026 | Uncategorized
In earlier eras of word processing, users were much more likely to encounter explanations of document structure—not because everyone had to become an expert, but because knowledge was shared differently. Software shipped with detailed manuals, user groups and training classes focused on how documents worked under the hood, and power users routinely shared mental models and tips. (Who remembers being turned onto WordPerfect’s Reveal Codes?) Today’s writing tools are simpler to use and much better at hiding complexity, but that also means fewer opportunities for users to learn that invisible characters even exist, much less that they have different attributes and consequences.
We’ll look at five invisible characters that shape how text behaves: the regular space, non-breaking space, tab, hard return, and soft return. You already use regular spaces and hard returns, but understanding the other three—and when to employ them—can help you create cleaner, more professional documents and troubleshoot layout problems.
How to See Invisible Characters
Nearly every text editor, word processor, and page layout app includes an option to show “invisibles” (the term may vary, but the concept is the same). When Show Invisibles is enabled, you’ll see dots, arrows, paragraph marks, and other symbols that represent normally invisible characters. They typically appear in a color different from the default text color, such as the blue characters in the screenshot below.
Regular Spaces Versus Non-Breaking Spaces
Everyone knows what a space is—it’s a breakable separator between words. By “breakable,” we mean the next word can wrap down to the next line of text. A regular space expresses the default intent: separate words and allow normal line wrapping.
However, there are situations when you want two words to stay together because it could be confusing if the second one wraps down to the next line. In those situations, you can use a non-breaking space—inserted by pressing Option-Space on the Mac or (usually) Control-Shift-Space in Windows, and represented in HTML by . Word processors usually distinguish non-breaking spaces from regular spaces when showing invisibles—for example, Microsoft Word uses a small open circle for non-breaking spaces and a dot for regular spaces.
When would you use non-breaking spaces?
- Numbers with units: The most common use of non-breaking spaces is to keep numbers with their units, such as “1 TB” or “72 ºF.”
- Names with titles, and initials with surnames: Non-breaking spaces are also useful for names with titles, such as “Mr. Spock,” and for people who go by their initials, such as “J. K. Rowling.”
- Short phrases that function as a single unit: Some short phrases are conceptually one piece and should not be split across lines. This includes dates (“January 19”), times (“9:41 AM”), version numbers (“iOS 26”), and textual references (“Figure 4”).
If you are using page layout software, check whether it has character styling that keeps words together, such as Adobe InDesign’s No Break style.
Tabs Versus Spaces
Because spaces separate words, many people overuse them to increase visual separation between words and to align text, such as in a résumé with a job title on the left and the associated dates on the right.
Unfortunately, spaces work poorly for aligning text because most fonts are proportional, meaning a lowercase i is thinner than an uppercase W. Therefore, spaces can’t align text perfectly—not because spaces differ in width, but because the characters before them do. Ragged alignment in a printed document is easily noticeable and looks unprofessional.
The simple solution is to use a tab, which aligns to a fixed position marked by a tab stop. Pressing the Tab key inserts a tab to the next tab stop, which can usually align text to the left, right (shown below), center, or decimal point. Most apps have a few default tab stops, and you may never need anything different. However, you can usually customize the behavior and location of the tab stops. First, put your insertion point in the paragraph you want to work in, or select a swath of paragraphs. Then, either use the ruler to customize the stops or use dedicated tab controls, such as in Microsoft Word’s Format > Paragraph > Tabs dialog. More advanced users will want to customize tab stops within paragraph styles.
Although we can now use tables and layout tools for much of what tabs were necessary for in the early days of word processing, tabs remain useful in some situations, such as:
- Horizontal placement: If you want your signature to appear below a letter on the right, you could right-align the entire line, but a right-aligned tab stop gives you more control over where the signature appears.
- Simple lists: For a short contact list that includes name, phone, and email, setting a few tab stops could be easier than inserting and formatting a table.
- Quick outlines: When creating a quick outline, such as an agenda with left-aligned times and indented session titles, use tabs to create indentation. This preserves the outline structure and makes it easier to adjust later.
If you’re trying to align text rather than separate words, a tab expresses that intent far better than spaces ever can.
Hard Returns Versus Soft Returns
Most people understand hard returns, which separate one paragraph from the next. Pressing Return (Mac) or Enter (Windows) creates a hard return. For example, you’d put a return between a heading paragraph and the following body paragraph. Less well-known are soft returns, which start a new line within a paragraph, but do not end the paragraph. An important side effect of a soft return is that whatever paragraph formatting is applied to the paragraph will continue to apply to the new line. To type a soft return, type Shift-Return or Shift-Enter. (In HTML, paragraphs are marked with a pair of <p></p> tags, while soft returns use the <br> tag.)
The most common reasons to use soft returns include:
- Multi-line formatting: Some blocks of text are conceptually single paragraphs displayed across multiple lines. Think of postal addresses, poetry, and song lyrics.
- Maintain numbering or outline level: In lists and outlines, hard returns increment a list number or add a new outline entry, whereas soft returns insert a line break without creating a new number or outline entry. (HTML uses
<li></li> tags to denote list items, but you can still use <br> tags within list items.)
- Narrow layouts: Soft returns are often necessary to force text down to the next line in columns, sidebars, captions, and callouts. They are a helpful supplement to non-breaking spaces.
- Intentional formatting: In multi-line headings, captions, and labels, aim to keep lines roughly equal in length, with the last line slightly longer than the others. Use soft returns to adjust line lengths as needed.
In short, use hard returns to separate paragraphs that are standalone units of text. Use soft returns to add line breaks within a chunk of text that is conceptually a single paragraph.
When Invisible Characters Cause Problems
Understanding non-breaking spaces, tabs, and soft returns is important because they can appear in your text without you noticing. Someone might have intentionally added them, or you might have accidentally included them by copying and pasting from PDFs or the Web. Some common invisible character issues you might encounter while formatting include:
- Short lines: If a line appears unusually short, it could be caused by a soft return moving text to the next line or a non-breaking space causing two words to wrap down together.
- Fragile alignment: If aligned text shifts when you change fonts or alignment, it’s usually because spaces are being used instead of tabs.
- Text gaps: If there’s unexpected white space between words, check if a tab is there instead of a space.
- Broken list numbering: In an automatically numbered list, broken numbering may be explained by a soft return being used instead of a hard return. Fix it by deleting the return between the misnumbered line and the one above, pressing Return to insert a new hard return, and repeating as needed.
Remember, you don’t have to type with invisible characters showing, but if your text has mysterious white space or odd line wrapping, you can likely resolve those problems quickly by viewing invisible characters and making sure they are doing what they should.
(Featured image by iStock.com/Fabio Principe)
Social Media: Spaces, tabs, and returns seem simple—but using the wrong invisible character can wreck your document’s layout. Learn when to use non-breaking spaces, tabs, and soft returns to create cleaner, more professional documents.
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